Overview

Dataset Statistics

Number of Variables 29
Number of Rows 4943
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 1.6 MB
Average Row Size in Memory 345.0 B
Variable Types
  • Categorical: 9
  • Numerical: 20

Dataset Insights

location_weighted_coordinates and location_clustered_weighted_visits have similar distributions Similar Distribution
location_weighted_coordinates and location_clustered_weighted_users have similar distributions Similar Distribution
location_clustered_weighted_visits and location_clustered_weighted_users have similar distributions Similar Distribution
week is skewed Skewed
location_avg_user_activity is skewed Skewed
location_avg_visit_duration is skewed Skewed
radius_users is skewed Skewed
city_users is skewed Skewed
city_visits is skewed Skewed
region_visits is skewed Skewed
state_users is skewed Skewed
state_visits is skewed Skewed
visits is skewed Skewed
local_date has a high cardinality: 1050 distinct values High Cardinality
location_id has constant length 5 Constant Length
local_date has constant length 10 Constant Length
weekday has constant length 1 Constant Length
year has constant length 4 Constant Length
location_area has constant length 11 Constant Length
postal_code_population has constant length 5 Constant Length
location_avg_visit_duration has 277 (5.6%) zeros Zeros
visits has 357 (7.22%) zeros Zeros
  • 1
  • 2
  • 3

Variables


location_id

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 346010

Length

Mean 5
Standard Deviation 0
Median 5
Minimum 5
Maximum 5

Sample

1st row LOC_1
2nd row LOC_2
3rd row LOC_4
4th row LOC_5
5th row LOC_1

Letter

Count 14829
Lowercase Letter 0
Space Separator 0
Uppercase Letter 14829
Dash Punctuation 0
Decimal Number 4943
  • location_id has words of constant length

local_date

categorical

Approximate Distinct Count 1050
Approximate Unique (%) 21.2%
Missing 0
Missing (%) 0.0%
Memory Size 370725

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row 01/05/2019
2nd row 01/05/2019
3rd row 01/05/2019
4th row 01/05/2019
5th row 02/05/2019

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 39544
  • local_date contains many words: 1050 words
  • local_date has words of constant length

weekday

categorical

Approximate Distinct Count 7
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 326238

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 4
2nd row 4
3rd row 4
4th row 4
5th row 5

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 4943
  • weekday has words of constant length

week

numerical

Approximate Distinct Count 53
Approximate Unique (%) 1.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 27.7671
Minimum 1
Maximum 53
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • week is skewed left (γ1 = -0.135)

Quantile Statistics

Minimum 1
5-th Percentile 3
Q1 15
Median 29
Q3 41
95-th Percentile 50
Maximum 53
Range 52
IQR 26

Descriptive Statistics

Mean 27.7671
Standard Deviation 15.0212
Variance 225.636
Sum 137253
Skewness -0.135
Kurtosis -1.1337
Coefficient of Variation 0.541
  • week is not normally distributed (p-value 3.523340125672439e-11)

month

numerical

Approximate Distinct Count 12
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 6.769
Minimum 1
Maximum 12
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • month is skewed left (γ1 = -0.1414)

Quantile Statistics

Minimum 1
5-th Percentile 1
Q1 4
Median 7
Q3 10
95-th Percentile 12
Maximum 12
Range 11
IQR 6

Descriptive Statistics

Mean 6.769
Standard Deviation 3.4316
Variance 11.7758
Sum 33459
Skewness -0.1414
Kurtosis -1.1423
Coefficient of Variation 0.507
  • month is not normally distributed (p-value 0.002680197730811567)

year

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 341067

Length

Mean 4
Standard Deviation 0
Median 4
Minimum 4
Maximum 4

Sample

1st row 2019
2nd row 2019
3rd row 2019
4th row 2019
5th row 2019

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 19772
  • The top 2 categories (2020, 2021) take over 50.0%
  • year has words of constant length

location_area

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 375668

Length

Mean 11
Standard Deviation 0
Median 11
Minimum 11
Maximum 11

Sample

1st row 9400.102576
2nd row 30392.11586
3rd row 13908.06194
4th row 5325.082761
5th row 9400.102576

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 49430
  • location_area has words of constant length

location_avg_user_activity

numerical

Approximate Distinct Count 1448
Approximate Unique (%) 29.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 1.5774
Minimum 0
Maximum 9.6667
Zeros 40
Zeros (%) 0.8%
Negatives 0
Negatives (%) 0.0%
  • location_avg_user_activity is skewed right (γ1 = 4.7411)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 1.3333
Median 1.5476
Q3 1.7417
95-th Percentile 2.1507
Maximum 9.6667
Range 9.6667
IQR 0.4083

Descriptive Statistics

Mean 1.5774
Standard Deviation 0.4984
Variance 0.2484
Sum 7797.2163
Skewness 4.7411
Kurtosis 53.4071
Coefficient of Variation 0.316
  • location_avg_user_activity is not normally distributed (p-value 2.194934467742594e-12)
  • location_avg_user_activity has 190 outliers

location_avg_visit_duration

numerical

Approximate Distinct Count 4656
Approximate Unique (%) 94.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 3.5082
Minimum 0
Maximum 165.2479
Zeros 277
Zeros (%) 5.6%
Negatives 0
Negatives (%) 0.0%
  • location_avg_visit_duration is skewed right (γ1 = 8.4056)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.7027
Median 1.64
Q3 3.1238
95-th Percentile 11.0897
Maximum 165.2479
Range 165.2479
IQR 2.4212

Descriptive Statistics

Mean 3.5082
Standard Deviation 8.6074
Variance 74.0874
Sum 17341.0223
Skewness 8.4056
Kurtosis 94.0359
Coefficient of Variation 2.4535
  • location_avg_visit_duration is not normally distributed (p-value 2.387897653690714e-24)
  • location_avg_visit_duration has 462 outliers

location_weighted_coordinates

numerical

Approximate Distinct Count 146
Approximate Unique (%) 3.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 40.2248
Minimum 0
Maximum 177
Zeros 40
Zeros (%) 0.8%
Negatives 0
Negatives (%) 0.0%
  • location_weighted_coordinates is skewed right (γ1 = 0.7703)

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 16
Median 36
Q3 59
95-th Percentile 93
Maximum 177
Range 177
IQR 43

Descriptive Statistics

Mean 40.2248
Standard Deviation 28.8371
Variance 831.5806
Sum 198831
Skewness 0.7703
Kurtosis 0.2712
Coefficient of Variation 0.7169
  • location_weighted_coordinates has 46 outliers

location_clustered_weighted_visits

numerical

Approximate Distinct Count 151
Approximate Unique (%) 3.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 41.3087
Minimum 0
Maximum 195
Zeros 40
Zeros (%) 0.8%
Negatives 0
Negatives (%) 0.0%
  • location_clustered_weighted_visits is skewed right (γ1 = 0.7829)

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 17
Median 37
Q3 60
95-th Percentile 95
Maximum 195
Range 195
IQR 43

Descriptive Statistics

Mean 41.3087
Standard Deviation 29.5778
Variance 874.8452
Sum 204189
Skewness 0.7829
Kurtosis 0.3683
Coefficient of Variation 0.716
  • location_clustered_weighted_visits is not normally distributed (p-value 0.0038770713583093828)
  • location_clustered_weighted_visits has 51 outliers

location_clustered_weighted_users

numerical

Approximate Distinct Count 151
Approximate Unique (%) 3.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 41.3087
Minimum 0
Maximum 195
Zeros 40
Zeros (%) 0.8%
Negatives 0
Negatives (%) 0.0%
  • location_clustered_weighted_users is skewed right (γ1 = 0.7829)

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 17
Median 37
Q3 60
95-th Percentile 95
Maximum 195
Range 195
IQR 43

Descriptive Statistics

Mean 41.3087
Standard Deviation 29.5778
Variance 874.8452
Sum 204189
Skewness 0.7829
Kurtosis 0.3683
Coefficient of Variation 0.716
  • location_clustered_weighted_users is not normally distributed (p-value 0.0038770713583093828)
  • location_clustered_weighted_users has 51 outliers

radius_avg_user_activity

numerical

Approximate Distinct Count 4687
Approximate Unique (%) 94.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 2.5686
Minimum 1.5407
Maximum 4.8193
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • radius_avg_user_activity is skewed right (γ1 = 1.2161)

Quantile Statistics

Minimum 1.5407
5-th Percentile 2.0375
Q1 2.2812
Median 2.4629
Q3 2.7768
95-th Percentile 3.4169
Maximum 4.8193
Range 3.2786
IQR 0.4956

Descriptive Statistics

Mean 2.5686
Standard Deviation 0.43
Variance 0.1849
Sum 12696.6121
Skewness 1.2161
Kurtosis 1.9862
Coefficient of Variation 0.1674
  • radius_avg_user_activity is not normally distributed (p-value 0.00010815003231344916)
  • radius_avg_user_activity has 180 outliers

radius_users

numerical

Approximate Distinct Count 1030
Approximate Unique (%) 20.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 452.4772
Minimum 51
Maximum 5774
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • radius_users is skewed right (γ1 = 3.5424)

Quantile Statistics

Minimum 51
5-th Percentile 132
Q1 251
Median 387
Q3 589
95-th Percentile 914.8
Maximum 5774
Range 5723
IQR 338

Descriptive Statistics

Mean 452.4772
Standard Deviation 301.13
Variance 90679.307
Sum 2.2366e+06
Skewness 3.5424
Kurtosis 37.7865
Coefficient of Variation 0.6655
  • radius_users is not normally distributed (p-value 1.55781136800835e-10)
  • radius_users has 149 outliers

radius_visits

numerical

Approximate Distinct Count 3339
Approximate Unique (%) 67.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 3483.3771
Minimum 367
Maximum 18293
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • radius_visits is skewed right (γ1 = 1.6227)

Quantile Statistics

Minimum 367
5-th Percentile 1188
Q1 2084
Median 3009
Q3 4404.5
95-th Percentile 7353.9
Maximum 18293
Range 17926
IQR 2320.5

Descriptive Statistics

Mean 3483.3771
Standard Deviation 1997.3724
Variance 3.9895e+06
Sum 1.7218e+07
Skewness 1.6227
Kurtosis 4.7556
Coefficient of Variation 0.5734
  • radius_visits is not normally distributed (p-value 0.00015837044016872028)
  • radius_visits has 183 outliers

postal_code_area

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 373631

Length

Mean 10.5879
Standard Deviation 0.4923
Median 11
Minimum 10
Maximum 11

Sample

1st row 11306634.8
2nd row 2303913.86
3rd row 6436573.692
4th row 1792559.365
5th row 11306634.8

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 47393

postal_code_population

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 346010

Length

Mean 5
Standard Deviation 0
Median 5
Minimum 5
Maximum 5

Sample

1st row 24234
2nd row 18908
3rd row 18701
4th row 32718
5th row 24234

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 24715
  • postal_code_population has words of constant length

postal_code_users

numerical

Approximate Distinct Count 1838
Approximate Unique (%) 37.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 1079.3397
Minimum 189
Maximum 6849
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • postal_code_users is skewed right (γ1 = 1.78)

Quantile Statistics

Minimum 189
5-th Percentile 349
Q1 674
Median 944
Q3 1351
95-th Percentile 2182.9
Maximum 6849
Range 6660
IQR 677

Descriptive Statistics

Mean 1079.3397
Standard Deviation 612.6532
Variance 375343.9738
Sum 5.3352e+06
Skewness 1.78
Kurtosis 6.4842
Coefficient of Variation 0.5676
  • postal_code_users is not normally distributed (p-value 4.912780819025516e-06)
  • postal_code_users has 161 outliers

postal_code_visits

numerical

Approximate Distinct Count 4212
Approximate Unique (%) 85.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 10445.4311
Minimum 1763
Maximum 39041
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • postal_code_visits is skewed right (γ1 = 1.3777)

Quantile Statistics

Minimum 1763
5-th Percentile 4286.1
Q1 6561
Median 9018
Q3 13435
95-th Percentile 19959.6
Maximum 39041
Range 37278
IQR 6874

Descriptive Statistics

Mean 10445.4311
Standard Deviation 5388.9529
Variance 2.9041e+07
Sum 5.1632e+07
Skewness 1.3777
Kurtosis 2.6098
Coefficient of Variation 0.5159
  • postal_code_visits is not normally distributed (p-value 0.000677452787988936)
  • postal_code_visits has 122 outliers

city_area

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 377753

Length

Mean 11.4218
Standard Deviation 0.4939
Median 11
Minimum 11
Maximum 12

Sample

1st row 185467436.7
2nd row 760355511.7
3rd row 1947728228.0
4th row 2394785746.0
5th row 185467436.7

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 51515

city_population

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 350394

Length

Mean 5.8869
Standard Deviation 1.1298
Median 6
Minimum 4
Maximum 7

Sample

1st row 96364
2nd row 503235
3rd row 1781570
4th row 3443746
5th row 96364

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 29099

city_users

numerical

Approximate Distinct Count 4654
Approximate Unique (%) 94.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 37700.2778
Minimum 1053
Maximum 214989
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • city_users is skewed right (γ1 = 1.2408)

Quantile Statistics

Minimum 1053
5-th Percentile 2647.9
Q1 6727
Median 20161
Q3 59734
95-th Percentile 116798.6
Maximum 214989
Range 213936
IQR 53007

Descriptive Statistics

Mean 37700.2778
Standard Deviation 40006.3137
Variance 1.6005e+09
Sum 1.8635e+08
Skewness 1.2408
Kurtosis 0.7829
Coefficient of Variation 1.0612
  • city_users is not normally distributed (p-value 3.0027429271206037e-16)
  • city_users has 116 outliers

city_visits

numerical

Approximate Distinct Count 4927
Approximate Unique (%) 99.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 652146.2628
Minimum 19893
Maximum 4212472
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • city_visits is skewed right (γ1 = 1.4198)

Quantile Statistics

Minimum 19893
5-th Percentile 32837.7
Q1 91629.5
Median 276476
Q3 1.0814e+06
95-th Percentile 2.0177e+06
Maximum 4212472
Range 4192579
IQR 989803

Descriptive Statistics

Mean 652146.2628
Standard Deviation 725273.7187
Variance 5.2602e+11
Sum 3.2236e+09
Skewness 1.4198
Kurtosis 1.766
Coefficient of Variation 1.1121
  • city_visits is not normally distributed (p-value 6.350826126638838e-19)
  • city_visits has 135 outliers

region_visits

numerical

Approximate Distinct Count 4921
Approximate Unique (%) 99.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 668367.2173
Minimum 59114
Maximum 4212472
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • region_visits is skewed right (γ1 = 1.5072)

Quantile Statistics

Minimum 59114
5-th Percentile 89446.7
Q1 138973
Median 280930
Q3 1.0674e+06
95-th Percentile 2.0177e+06
Maximum 4212472
Range 4153358
IQR 928460

Descriptive Statistics

Mean 668367.2173
Standard Deviation 707049.3006
Variance 4.9992e+11
Sum 3.3037e+09
Skewness 1.5072
Kurtosis 2.0648
Coefficient of Variation 1.0579
  • region_visits is not normally distributed (p-value 1.4983565719025842e-17)
  • region_visits has 148 outliers

state_users

numerical

Approximate Distinct Count 4087
Approximate Unique (%) 82.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 224878.2606
Minimum 16319
Maximum 889183
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • state_users is skewed right (γ1 = 1.1077)

Quantile Statistics

Minimum 16319
5-th Percentile 34058.9
Q1 62544.5
Median 121827
Q3 383178
95-th Percentile 614864.2
Maximum 889183
Range 872864
IQR 320633.5

Descriptive Statistics

Mean 224878.2606
Standard Deviation 210777.6774
Variance 4.4427e+10
Sum 1.1116e+09
Skewness 1.1077
Kurtosis -0.01503
Coefficient of Variation 0.9373
  • state_users is not normally distributed (p-value 4.034403678544852e-09)
  • state_users has 4 outliers

state_visits

numerical

Approximate Distinct Count 4122
Approximate Unique (%) 83.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 4.0557e+06
Minimum 368651
Maximum 17494389
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • state_visits is skewed right (γ1 = 1.1023)

Quantile Statistics

Minimum 368651
5-th Percentile 665735.8
Q1 1.2485e+06
Median 1.9165e+06
Q3 6.8094e+06
95-th Percentile 1.1388e+07
Maximum 17494389
Range 17125738
IQR 5.5609e+06

Descriptive Statistics

Mean 4.0557e+06
Standard Deviation 3.7391e+06
Variance 1.3981e+13
Sum 2.0047e+10
Skewness 1.1023
Kurtosis 0.2868
Coefficient of Variation 0.9219
  • state_visits is not normally distributed (p-value 5.6795902301517014e-11)
  • state_visits has 42 outliers

country_users

numerical

Approximate Distinct Count 1050
Approximate Unique (%) 21.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 1.9884e+06
Minimum 706285
Maximum 3842749
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • country_users is skewed left (γ1 = -0.0816)

Quantile Statistics

Minimum 706285
5-th Percentile 887448.7
Q1 1.2194e+06
Median 2.1135e+06
Q3 2.4631e+06
95-th Percentile 3.1445e+06
Maximum 3842749
Range 3136464
IQR 1.2437e+06

Descriptive Statistics

Mean 1.9884e+06
Standard Deviation 713071.6555
Variance 5.0847e+11
Sum 9.8285e+09
Skewness -0.08159
Kurtosis -0.9433
Coefficient of Variation 0.3586
  • country_users is not normally distributed (p-value 0.004207110876084171)

country_visits

numerical

Approximate Distinct Count 1050
Approximate Unique (%) 21.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 3.8836e+07
Minimum 18643757
Maximum 77713496
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • country_visits is skewed right (γ1 = 1.0578)

Quantile Statistics

Minimum 18643757
5-th Percentile 2.5399e+07
Q1 2.989e+07
Median 3.5681e+07
Q3 4.438e+07
95-th Percentile 6.5393e+07
Maximum 77713496
Range 59069739
IQR 1.449e+07

Descriptive Statistics

Mean 3.8836e+07
Standard Deviation 1.21e+07
Variance 1.4642e+14
Sum 1.9197e+11
Skewness 1.0578
Kurtosis 0.3984
Coefficient of Variation 0.3116
  • country_visits is not normally distributed (p-value 3.083656902295589e-05)
  • country_visits has 224 outliers

visits

numerical

Approximate Distinct Count 4001
Approximate Unique (%) 80.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 79088
Mean 14149.7726
Minimum 0
Maximum 73641
Zeros 357
Zeros (%) 7.2%
Negatives 0
Negatives (%) 0.0%
  • visits is skewed right (γ1 = 1.0319)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 10119.5
Median 13637
Q3 17351.5
95-th Percentile 32087.5
Maximum 73641
Range 73641
IQR 7232

Descriptive Statistics

Mean 14149.7726
Standard Deviation 9195.3355
Variance 8.4554e+07
Sum 6.9942e+07
Skewness 1.0319
Kurtosis 2.7388
Coefficient of Variation 0.6499
  • visits is not normally distributed (p-value 4.427882750910916e-07)
  • visits has 372 outliers

Interactions

Correlations

Missing Values